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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "Your in Canada, its the …" 6,088 comments · Page 61 of 244
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Identity Attack0.49032792
Insult0.26957804
Profanity0.09868695
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.259 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Remove every illegal from CANADA.
Remove every illegal from CANADA.
Identity Attack0.46028158
Insult0.16766082
Profanity0.04792466
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.192
Sep 29, 2025 IRCC Names India in Study …
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Identity Attack0.49032792
Insult0.2817503
Profanity0.031641733
Threat0.008841781
Severe Toxicity0.017803956
Moderate 0.4014846 Moderate Con 0.423 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved …
And the talk we do...Indians shouldn't occupy Canada..This shouldn't be here, OUR tradition, values bla bla.. Values? Of making it HELL for other people in their countries while making them suffer,steal their land and enslaved them?!?!? And when they come for work etc. You are OFFENDED?! Pay for your previous sins bro!
Identity Attack0.38826546
Insult0.3388922
Profanity0.14666493
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.478 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Just what Canada needs. More useless bureaucracy and costs as the Liberals try to fix the mess they've made. Throw the Carney Bums out.
Just what Canada needs. More useless bureaucracy and costs as the Liberals try to fix the mess they've made. Throw the Carney Bums out.
Identity Attack0.060220852
Insult0.4378843
Profanity0.09260304
Threat0.06755528
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.154 Policy_Critique
Jan 3, 2026 8 likes New rules, regulations take effect …
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Identity Attack0.48915586
Insult0.24767025
Profanity0.032142747
Threat0.024235269
Severe Toxicity0.021419114
Moderate 0.4014846 Low Con 0.175
Jan 3, 2026 New rules, regulations take effect …
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals …
fall? you mean like an accident, or the result of not paying attention? Just a little passive oopsy, nobody at fault? It was gutted, actively destroyed by the Liberals Grow a spine, Brian. The Liberals want Canada to be more like Europe - overrun by populations that will turn it into just another Islamist shthl
Identity Attack0.40255263
Insult0.40243408
Profanity0.16357292
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.296 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Canada has become the Scam capital of the world. I wonder why. 😂
Canada has become the Scam capital of the world. I wonder why. 😂
Identity Attack0.33060804
Insult0.43296707
Profanity0.072882555
Threat0.007547205
Severe Toxicity0.013349563
Moderate 0.4014846 Low Con 0.267
Sep 29, 2025 1 likes IRCC Names India in Study …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Identity Attack0.14233272
Insult0.16266862
Profanity0.3866461
Threat0.013528148
Severe Toxicity0.02439716
Moderate 0.4014846 Low Con 0.227 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
Identity Attack0.4887047
Insult0.24287975
Profanity0.05393682
Threat0.010447056
Severe Toxicity0.019740647
Moderate 0.4014846 Constructive 0.524 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, …
As a tax payer and as a traveller I buy my own travel insurance when travelling out of Canada!! Other than what I am covered by Alberta Health Care-I pay my own dental, vision, chiropractic, massage, MRI I have to wait months or pay for speed myself, I pay for my own Prescriptions!! I am 64 years old and have been paying income tax for 46 years I don’t get squat from the government!! It burns my butt that refugees come and get put up in a hotel, fed and are given thousands of dollars per year on my hard earned money!! The libtards have abused their power to spend CANADIANS money!!
Identity Attack0.28034934
Insult0.36798462
Profanity0.33317488
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.574 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Identity Attack0.20088354
Insult0.4555076
Profanity0.041912504
Threat0.012699619
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.282 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Identity Attack0.50125694
Insult0.24928534
Profanity0.11725569
Threat0.010835429
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.22 Identity Attack Moral_Argument
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
Identity Attack0.34324843
Insult0.34135336
Profanity0.27139977
Threat0.013217449
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.398
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
What's the fastest way to India from China??? The Alex Fraser bridge . we overrun by mud ppl in Canada now
Identity Attack0.36803186
Insult0.42881694
Profanity0.11477985
Threat0.0100069
Severe Toxicity0.014963473
Moderate 0.4014846 Moderate Con 0.323 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada already was infested by Britains and Germans, can't get any worse.
Canada already was infested by Britains and Germans, can't get any worse.
Identity Attack0.46050715
Insult0.336253
Profanity0.06946823
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.212 Comparative_Framing
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Identity Attack0.45348886
Insult0.35849577
Profanity0.08419759
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.252 Identity_Assertion
Feb 25, 2026 13 likes Inside Canada's Indian Invasion...
Canada is a joke now. They also don’t know what refugees are doing in the name of Palestine Such a shame
Canada is a joke now. They also don’t know what refugees are doing in the name of Palestine Such a shame
Identity Attack0.4139151
Insult0.37846634
Profanity0.04792466
Threat0.008789998
Severe Toxicity0.015931819
Moderate 0.4014846 Low Con 0.27 Fear_Threat
Sep 30, 2025 1 likes IRCC Names India in Study …
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Identity Attack0.48915586
Insult0.27558193
Profanity0.06746418
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.363 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.